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Triolo TM, Fouts A, Pyle L, Yu L, Gottlieb PA, Steck AK, Greenbaum CJ, Atkinson M, Baidal D, Battaglia M, Becker D, Bingley P, Bosi E, Buckner J, Clements M, Colman P, DiMeglio L, Gitelman S, Goland R, Gottlieb P, Herold K, Knip M, Krischer J, Lernmark A, Moore W, Moran A, Muir A, Palmer J, Peakman M, Philipson L, Raskin P, Redondo M, Rodriguez H, Russell W, Spain L, Schatz D, Sosenko J, Wentworth J, Wherrett D, Wilson D, Winter W, Ziegler A, Anderson M, Antinozzi P, Benoist C, Blum J, Bourcier K, Chase P, Clare-Salzler M, Clynes R, Eisenbarth G, Fathman C, Grave G, Hering B, Insel R, Kaufman F, Kay T, Leschek E, Mahon J, Marks J, Nanto-Salonen K, Nepom G, Orban T, Parkman R, Pescovitz M, Peyman J, Pugliese A, Roep B, Roncarolo M, Savage P, Simell O, Sherwin R, Siegelman M, Skyler J, Steck A, Thomas J, Trucco M, Wagner J, Krischer JP, Leschek E, Rafkin L, Bourcier K, Cowie C, Foulkes M, Insel R, Krause-Steinrauf H, Lachin JM, Malozowski S, Peyman J, Ridge J, Savage P, Skyler JS, Zafonte SJ, Rafkin L, Sosenko JM, Kenyon NS, Santiago I, Krischer JP, Bundy B, Abbondondolo M, Dixit S, Pasha M, King K, Adcock H, Atterberry L, Fox K, Englert N, Mauras J, Permuy K, Sikes T, Adams T, Berhe B, Guendling L, McLennan L, Paganessi C, Murphy M, Draznin M, Kamboj S, Sheppard V, Lewis L, Coates W, Amado D, Moore G, Babar J, Bedard D, Brenson-Hughes J, Cernich M, Clements R, Duprau S, Goodman L, Hester L, Huerta-Saenz A, Asif I, Karmazin T, Letjen S, Raman D, Morin W, Bestermann E, Morawski J, White A, Brockmyer R, Bays S, Campbell A, Boonstra M, Stapleton N, Stone A, Donoho H, Everett H, Hensley M, Johnson C, Marshall N, Skirvin P, Taylor R, Williams L, Burroughs C, Ray C, Wolverton D, Nickels C, Dothard P, Speiser M, Pellizzari L, Bokor K, Izuora S, Abdelnour P, Cummings S, Cuthbertson D, Paynor M, Leahy M, Riedl S, Shockley R, Saad T, Briones S, Casella C, Herz K, Walsh J, Greening F, Deemer M, Hay S, Hunt N, Sikotra L, Simons D, Karounos R, Oremus L, Dye L, Myers D, Ballard W, Miers R, Eberhard C, Sparks K, Thraikill K, Edwards J, Fowlkes S, Kemp A, Morales L, Holland L, Johnson P, Paul A, Ghatak K, Fiske S, Phelen H, Leyland T, Henderson D, Brenner E, Oppenheimer I, Mamkin C, Moniz C, Clarson M, Lovell A, Peters V, Ford J, Ruelas D, Borut D, Burt M, Jordan S, Castilla P, Flores M, Ruiz L, Hanson J, Green-Blair R, Sheridan K, Garmeson J, Wintergerst G, Pierce A, Omoruyi M, Foster S, Kingery A, Lunsford I, Cervantes T, Parker P, Price J, Urben I, Guillette H, Doughty H, Haydock V, Parker P, Bergman S, Duncum C, Rodda A, Perelman R, Calendo C, Barrera E, Arce-Nunez Y, Geyer S, Martinez M, De la Portilla I, Cardenas L, Garrido M, Villar R, Lorini E, Calandra G, D’Annuzio K, Perri N, Minuto C, Hays B, Rebora R, Callegari O, Ali J, Kramer B, Auble S, Cabrera P, Donohoue R, Fiallo-Scharer M, Hessner P, Wolfgram A, Henderson C, Kansra N, Bettin R, McCuller A, Miller S, Accacha J, Corrigan E, Fiore R, Levine T, Mahoney C, Polychronakos V, Henry M, Gagne H, Starkman M, Fox D, Chin F, Melchionne L, Silverman I, Marshall L, Cerracchio J, Cruz A, Viswanathan J, Heyman K, Wilson S, Chalew S, Valley S, Layburn A, Lala P, Clesi M, Genet G, Uwaifo A, Charron T, Allerton W, Hsiao B, Cefalu L, Melendez-Ramirez R, Richards C, Alleyn E, Gustafson M, Lizanna J, Wahlen S, Aleiwe M, Hansen H, Wahlen C, Karges C, Levy A, Bonaccorso R, Rapaport Y, Tomer D, Chia M, Goldis L, Iazzetti M, Klein C, Levister L, Waldman E, Keaton N, Wallach M, Regelmann Z, Antal M, Aranda C, Reynholds A, Vinik P, Barlow M, Bourcier M, Nevoret J, Couper S, Kinderman A, Beresford N, Thalagne H, Roper J, Gibbons J, Hill S, Balleaut C, Brennan J, Ellis-Gage L, Fear T, Gray L, Law P, Jones C, McNerney L, Pointer N, Price K, Few D, Tomlinson N, Leech D, Wake C, Owens M, Burns J, Leinbach A, Wotherspoon A, Murray K, Short G, Curry S, Kelsey J, Lawson J, Porter S, Stevens E, Thomson S, Winship L, Liu S, Wynn E, Wiltshire J, Krebs P, Cresswell H, Faherty C, Ross L, Denvir J, Drew T, Randell P, Mansell S, Lloyd J, Bell S, Butler Y, Hooton H, Navarra A, Roper G, Babington L, Crate H, Cripps A, Ledlie C, Moulds R, Malloy J, Norton B, Petrova O, Silkstone C, Smith K, Ghai M, Murray V, Viswanathan M, Henegan O, Kawadry J, Olson L, Maddox K, Patterson T, Ahmad B, Flores D, Domek S, Domek K, Copeland M, George J, Less T, Davis M, Short A, Martin J, Dwarakanathan P, O’Donnell B, Boerner L, Larson M, Phillips M, Rendell K, Larson C, Smith K, Zebrowski L, Kuechenmeister M, Miller J, Thevarayapillai M, Daniels H, Speer N, Forghani R, Quintana C, Reh A, Bhangoo P, Desrosiers L, Ireland T, Misla C, Milliot E, Torres S, Wells J, Villar M, Yu D, Berry D, Cook J, Soder A, Powell M, Ng M, Morrison Z, Moore M, Haslam M, Lawson B, Bradley J, Courtney C, Richardson C, Watson E, Keely D, DeCurtis M, Vaccarcello-Cruz Z, Torres K, Muller S, Sandberg H, Hsiang B, Joy D, McCormick A, Powell H, Jones J, Bell S, Hargadon S, Hudson M, Kummer S, Nguyen T, Sauder E, Sutton K, Gensel R, Aguirre-Castaneda V, Benavides, Lopez D, Hemp S, Allen J, Stear E, Davis T, O’Donnell R, Jones A, Roberts J, Dart N, Paramalingam L, Levitt Katz N, Chaudhary K, Murphy S, Willi B, Schwartzman C, Kapadia D, Roberts A, Larson D, McClellan G, Shaibai L, Kelley G, Villa C, Kelley R, Diamond M, Kabbani T, Dajani F, Hoekstra M, Sadler K, Magorno J, Holst V, Chauhan N, Wilson P, Bononi M, Sperl A, Millward M, Eaton L, Dean J, Olshan H, Stavros T, Renna C, Milliard, Brodksy L, Bacon J, Quintos L, Topor S, Bialo B, Bancroft A, Soto W, Lagarde H, Tamura R, Lockemer T, Vanderploeg M, Ibrahim M, Huie V, Sanchez R, Edelen R, Marchiando J, Palmer T, Repas M, Wasson P, Wood K, Auker J, Culbertson T, Kieffer D, Voorhees T, Borgwardt L, DeRaad K, Eckert E, Isaacson H, Kuhn A, Carroll M, Xu P, Schubert G, Francis S, Hagan T, Le M, Penn E, Wickham C, Leyva K, Rivera J, Padilla I, Rodriguez N, Young K, Jospe J, Czyzyk B, Johnson U, Nadgir N, Marlen G, Prakasam C, Rieger N, Glaser E, Heiser B, Harris C, Alies P, Foster H, Slater K, Wheeler D, Donaldson M, Murray D, Hale R, Tragus D, Word J, Lynch L, Pankratz W, Badias F, Rogers R, Newfield S, Holland M, Hashiguchi M, Gottschalk A, Philis-Tsimikas R, Rosal S, Franklin S, Guardado N, Bohannon M, Baker A, Garcia T, Aguinaldo J, Phan V, Barraza D, Cohen J, Pinsker U, Khan J, Wiley L, Jovanovic P, Misra M, Bassi M, Wright D, Cohen K, Huang M, Skiles S, Maxcy C, Pihoker K, Cochrane J, Fosse S, Kearns M, Klingsheim N, Beam C, Wright L, Viles H, Smith S, Heller M, Cunningham A, Daniels L, Zeiden J, Field R, Walker K, Griffin L, Boulware D, Bartholow C, Erickson J, Howard B, Krabbenhoft C, Sandman A, Vanveldhuizen J, Wurlger A, Zimmerman K, Hanisch L, Davis-Keppen A, Bounmananh L, Cotterill J, Kirby M, Harris A, Schmidt C, Kishiyama C, Flores J, Milton W, Martin C, Whysham A, Yerka T, Bream S, Freels J, Hassing J, Webster R, Green P, Carter J, Galloway D, Hoelzer S, Roberts S, Said P, Sullivan H, Freeman D, Allen E, Reiter E, Feinberg C, Johnson L, Newhook D, Hagerty N, White L, Levandoski J, Kyllo M, Johnson C, Gough J, Benoit P, Iyer F, Diamond H, Hosono S, Jackman L, Barette P, Jones I, Sills S, Bzdick J, Bulger R, Ginem J, Weinstock I, Douek R, Andrews G, Modgill G, Gyorffy L, Robin N, Vaidya S, Crouch K, O’Brien C, Thompson N, Granger M, Thorne J, Blumer J, Kalic L, Klepek J, Paulett B, Rosolowski J, Horner M, Watkins J, Casey K, Carpenter C, Michelle Kieffer MH, Burns J, Horton C, Pritchard D, Soetaert A, Wynne C, Chin O, Molina C, Patel R, Senguttuvan M, Wheeler O, Lane P, Furet C, Steuhm D, Jelley S, Goudeau L, Chalmers D, Greer C, Panagiotopoulos D, Metzger D, Nguyen M, Horowitz M, Linton C, Christiansen E, Glades C, Morimoto M, Macarewich R, Norman K, Patin C, Vargas A, Barbanica A, Yu P, Vaidyanathan W, Nallamshetty L, Osborne R, Mehra S, Kaster S, Neace J, Horner G, Reeves C, Cordrey L, Marrs T, Miller S, Dowshen D, Oduah V, Doyle S, Walker D, Catte H, Dean M, Drury-Brown B, Hackman M, Lee S, Malkani K, Cullen K, Johnson P, Parrimon Y, Hampton M, McCarrell C, Curtis E, Paul, Zambrano Y, Paulus K, Pilger J, Ramiro J, Luvon Ritzie AQ, Sharma A, Shor A, Song X, Terry A, Weinberger J, Wootten M, Lachin JM, Foulkes M, Harding P, Krause-Steinrauf H, McDonough S, McGee PF, Owens Hess K, Phoebus D, Quinlan S, Raiden E, Batts E, Buddy C, Kirpatrick K, Ramey M, Shultz A, Webb C, Romesco M, Fradkin J, Leschek E, Spain L, Savage P, Aas S, Blumberg E, Beck G, Brillon D, Gubitosi-Klug R, Laffel L, Vigersky R, Wallace D, Braun J, Lernmark A, Lo B, Mitchell H, Naji A, Nerup J, Orchard T, Steffes M, Tsiatis A, Veatch R, Zinman B, Loechelt B, Baden L, Green M, Weinberg A, Marcovina S, Palmer JP, Weinberg A, Yu L, Babu S, Winter W, Eisenbarth GS, Bingley P, Clynes R, DiMeglio L, Eisenbarth G, Hays B, Leschek E, Marks J, Matheson D, Rafkin L, Rodriguez H, Spain L, Wilson D, Redondo M, Gomez D, McDonald A, Pena S, Pietropaolo M, Shippy K, Batts E, Brown T, Buckner J, Dove A, Hammond M, Hefty D, Klein J, Kuhns K, Letlau M, Lord S, McCulloch-Olson M, Miller L, Nepom G, Odegard J, Ramey M, Sachter E, St. Marie M, Stickney K, VanBuecken D, Vellek B, Webber C, Allen L, Bollyk J, Hilderman N, Ismail H, Lamola S, Sanda S, Vendettuoli H, Tridgell D, Monzavi R, Bock M, Fisher L, Halvorson M, Jeandron D, Kim M, Wood J, Geffner M, Kaufman F, Parkman R, Salazar C, Goland R, Clynes R, Cook S, Freeby M, Pat Gallagher M, Gandica R, Greenberg E, Kurland A, Pollak S, Wolk A, Chan M, Koplimae L, Levine E, Smith K, Trast J, DiMeglio L, Blum J, Evans-Molina C, Hufferd R, Jagielo B, Kruse C, Patrick V, Rigby M, Spall M, Swinney K, Terrell J, Christner L, Ford L, Lynch S, Menendez M, Merrill P, Pescovitz M, Rodriguez H, Alleyn C, Baidal D, Fay S, Gaglia J, Resnick B, Szubowicz S, Weir G, Benjamin R, Conboy D, deManbey A, Jackson R, Jalahej H, Orban T, Ricker A, Wolfsdorf J, Zhang HH, Wilson D, Aye T, Baker B, Barahona K, Buckingham B, Esrey K, Esrey T, Fathman G, Snyder R, Aneja B, Chatav M, Espinoza O, Frank E, Liu J, Perry J, Pyle R, Rigby A, Riley K, Soto A, Gitelman S, Adi S, Anderson M, Berhel A, Breen K, Fraser K, Gerard-Gonzalez A, Jossan P, Lustig R, Moassesfar S, Mugg A, Ng D, Prahalod P, Rangel-Lugo M, Sanda S, Tarkoff J, Torok C, Wesch R, Aslan I, Buchanan J, Cordier J, Hamilton C, Hawkins L, Ho T, Jain A, Ko K, Lee T, Phelps S, Rosenthal S, Sahakitrungruang T, Stehl L, Taylor L, Wertz M, Wong J, Philipson L, Briars R, Devine N, Littlejohn E, Grant T, Gottlieb P, Klingensmith G, Steck A, Alkanani A, Bautista K, Bedoy R, Blau A, Burke B, Cory L, Dang M, Fitzgerald-Miller L, Fouts A, Gage V, Garg S, Gesauldo P, Gutin R, Hayes C, Hoffman M, Ketchum K, Logsden-Sackett N, Maahs D, Messer L, Meyers L, Michels A, Peacock S, Rewers M, Rodriguez P, Sepulbeda F, Sippl R, Steck A, Taki I, Tran BK, Tran T, Wadwa RP, Zeitler P, Barker J, Barry S, Birks L, Bomsburger L, Bookert T, Briggs L, Burdick P, Cabrera R, Chase P, Cobry E, Conley A, Cook G, Daniels J, DiDomenico D, Eckert J, Ehler A, Eisenbarth G, Fain P, Fiallo-Scharer R, Frank N, Goettle H, Haarhues M, Harris S, Horton L, Hutton J, Jeffrrey J, Jenison R, Jones K, Kastelic W, King MA, Lehr D, Lungaro J, Mason K, Maurer H, Nguyen L, Proto A, Realsen J, Schmitt K, Schwartz M, Skovgaard S, Smith J, Vanderwel B, Voelmle M, Wagner R, Wallace A, Walravens P, Weiner L, Westerhoff B, Westfall E, Widmer K, Wright H, Schatz D, Abraham A, Atkinson M, Cintron M, Clare-Salzler M, Ferguson J, Haller M, Hosford J, Mancini D, Rohrs H, Silverstein J, Thomas J, Winter W, Cole G, Cook R, Coy R, Hicks E, Lewis N, Marks J, Pugliese A, Blaschke C, Matheson D, Pugliese A, Sanders-Branca N, Ray Arce LA, Cisneros M, Sabbag S, Moran A, Gibson C, Fife B, Hering B, Kwong C, Leschyshyn J, Nathan B, Pappenfus B, Street A, Boes MA, Peterson Eck S, Finney L, Albright Fischer T, Martin A, Jacqueline Muzamhindo C, Rhodes M, Smith J, Wagner J, Wood B, Becker D, Delallo K, Diaz A, Elnyczky B, Libman I, Pasek B, Riley K, Trucco M, Copemen B, Gwynn D, Toledo F, Rodriguez H, Bollepalli S, Diamond F, Eyth E, Henson D, Lenz A, Shulman D, Raskin P, Adhikari S, Dickson B, Dunnigan E, Lingvay I, Pruneda L, Ramos-Roman M, Raskin P, Rhee C, Richard J, Siegelman M, Sturges D, Sumpter K, White P, Alford M, Arthur J, Aviles-Santa ML, Cordova E, Davis R, Fernandez S, Fordan S, Hardin T, Jacobs A, Kaloyanova P, Lukacova-Zib I, Mirfakhraee S, Mohan A, Noto H, Smith O, Torres N, Wherrett D, Balmer D, Eisel L, Kovalakovska R, Mehan M, Sultan F, Ahenkorah B, Cevallos J, Razack N, Jo Ricci M, Rhode A, Srikandarajah M, Steger R, Russell WE, Black M, Brendle F, Brown A, Moore D, Pittel E, Robertson A, Shannon A, Thomas JW, Herold K, Feldman L, Sherwin R, Tamborlane W, Weinzimer S, Toppari J, Kallio T, Kärkkäinen M, Mäntymäki E, Niininen T, Nurmi B, Rajala P, Romo M, Suomenrinne S, Näntö-Salonen K, Simell O, Simell T, Bosi E, Battaglia M, Bianconi E, Bonfanti R, Grogan P, Laurenzi A, Martinenghi S, Meschi F, Pastore M, Falqui L, Teresa Muscato M, Viscardi M, Bingley P, Castleden H, Farthing N, Loud S, Matthews C, McGhee J, Morgan A, Pollitt J, Elliot-Jones R, Wheaton C, Knip M, Siljander H, Suomalainen H, Colman P, Healy F, Mesfin S, Redl L, Wentworth J, Willis J, Farley M, Harrison L, Perry C, Williams F, Mayo A, Paxton J, Thompson V, Volin L, Fenton C, Carr L, Lemon E, Swank M, Luidens M, Salgam M, Sharma V, Schade D, King C, Carano R, Heiden J, Means N, Holman L, Thomas I, Madrigal D, Muth T, Martin C, Plunkett C, Ramm C, Auchus R, Lane W, Avots E, Buford M, Hale C, Hoyle J, Lane B, Muir A, Shuler S, Raviele N, Ivie E, Jenkins M, Lindsley K, Hansen I, Fadoju D, Felner E, Bode B, Hosey R, Sax J, Jefferies C, Mannering S, Prentis R, She J, Stachura M, Hopkins D, Williams J, Steed L, Asatapova E, Nunez S, Knight S, Dixon P, Ching J, Donner T, Longnecker S, Abel K, Arcara K, Blackman S, Clark L, Cooke D, Plotnick L, Levin P, Bromberger L, Klein K, Sadurska K, Allen C, Michaud D, Snodgrass H, Burghen G, Chatha S, Clark C, Silverberg J, Wittmer C, Gardner J, LeBoeuf C, Bell P, McGlore O, Tennet H, Alba N, Carroll M, Baert L, Beaton H, Cordell E, Haynes A, Reed C, Lichter K, McCarthy P, McCarthy S, Monchamp T, Roach J, Manies S, Gunville F, Marosok L, Nelson T, Ackerman K, Rudolph J, Stewart M, McCormick K, May S, Falls T, Barrett T, Dale K, Makusha L, McTernana C, Penny-Thomas K, Sullivan K, Narendran P, Robbie J, Smith D, Christensen R, Koehler B, Royal C, Arthur T, Houser H, Renaldi J, Watsen S, Wu P, Lyons L, House B, Yu J, Holt H, Nation M, Vickers C, Watling R, Heptulla R, Trast J, Agarwal C, Newell D, Katikaneni R, Gardner C, Del A, Rio A, Logan H, Collier C, Rishton G, Whalley A, Ali S, Ramtoola T, Quattrin L, Mastrandea A, House M, Ecker C, Huang C, Gougeon J, Ho D, Pacuad D, Dunger J, May C, O’Brien C, Acerini B, Salgin A, Thankamony R, Williams J, Buse G, Fuller M, Duclos J, Tricome H, Brown D, Pittard D, Bowlby A, Blue T, Headley S, Bendre K, Lewis K, Sutphin C, Soloranzo J, Puskaric H, Madison M, Rincon M, Carlucci R, Shridharani B, Rusk E, Tessman D, Huffman H, Abrams B, Biederman M, Jones V, Leathers W, Brickman P, Petrie D, Zimmerman J, Howard L, Miller R, Alemzadeh D, Mihailescu R, Melgozza-Walker N, Abdulla C, Boucher-Berry D, Ize-Ludlow R, Levy C, Swenson, Brousell N, Crimmins D, Edler T, Weis C, Schultz D, Rogers D, Latham C, Mawhorter C, Switzer W, Spencer P, Konstantnopoulus S, Broder J, Klein L, Knight L, Szadek G, Welnick B, Thompson R, Hoffman A, Revell J, Cherko K, Carter E, Gilson J, Haines G, Arthur B, Bowen W, Zipf P, Graves R, Lozano D, Seiple K, Spicer A, Chang J, Fregosi J, Harbinson C, Paulson S, Stalters P, Wright D, Zlock A, Freeth J, Victory H, Maheshwari A, Maheshwari T, Holmstrom J, Bueno R, Arguello J, Ahern L, Noreika V, Watson S, Hourse P, Breyer C, Kissel Y, Nicholson M, Pfeifer S, Almazan J, Bajaj M, Quinn K, Funk J, McCance E, Moreno R, Veintimilla A, Wells J, Cook S, Trunnel J, Henske S, Desai K, Frizelis F, Khan R, Sjoberg K, Allen P, Manning G, Hendry B, Taylor S, Jones W, Strader M, Bencomo T, Bailey L, Bedolla C, Roldan C, Moudiotis B, Vaidya C, Anning S, Bunce S, Estcourt E, Folland E, Gordon C, Harrill J, Ireland J, Piper L, Scaife K, Sutton S, Wilkins M, Costelloe J, Palmer L, Casas C, Miller M, Burgard C, Erickson J, Hallanger-Johnson P, Clark W, Taylor A, Lafferty S, Gillett C, Nolan M, Pathak L, Sondrol T, Hjelle S, Hafner J, Kotrba R, Hendrickson A, Cemeroglu T, Symington M, Daniel Y, Appiagyei-Dankah D, Postellon M, Racine L, Kleis K, Barnes S, Godwin H, McCullough K, Shaheen G, Buck L, Noel M, Warren S, Weber S, Parker I, Gillespie B, Nelson C, Frost J, Amrhein E, Moreland A, Hayes J, Peggram J, Aisenberg M, Riordan J, Zasa E, Cummings K, Scott T, Pinto A, Mokashi K, McAssey E, Helden P, Hammond L, Dinning S, Rahman S, Ray C, Dimicri S, Guppy H, Nielsen C, Vogel C, Ariza L, Morales Y, Chang R, Gabbay L, Ambrocio L, Manley R, Nemery W, Charlton P, Smith L, Kerr B, Steindel-Kopp M, Alamaguer D, Liljenquist G, Browning T, Coughenour M, Sulk E, Tsalikan M, Tansey J, Cabbage N. Identical and Nonidentical Twins: Risk and Factors Involved in Development of Islet Autoimmunity and Type 1 Diabetes. Diabetes Care 2019; 42:192-199. [PMID: 30061316 PMCID: PMC6341285 DOI: 10.2337/dc18-0288] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Accepted: 06/28/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE There are variable reports of risk of concordance for progression to islet autoantibodies and type 1 diabetes in identical twins after one twin is diagnosed. We examined development of positive autoantibodies and type 1 diabetes and the effects of genetic factors and common environment on autoantibody positivity in identical twins, nonidentical twins, and full siblings. RESEARCH DESIGN AND METHODS Subjects from the TrialNet Pathway to Prevention Study (N = 48,026) were screened from 2004 to 2015 for islet autoantibodies (GAD antibody [GADA], insulinoma-associated antigen 2 [IA-2A], and autoantibodies against insulin [IAA]). Of these subjects, 17,226 (157 identical twins, 283 nonidentical twins, and 16,786 full siblings) were followed for autoantibody positivity or type 1 diabetes for a median of 2.1 years. RESULTS At screening, identical twins were more likely to have positive GADA, IA-2A, and IAA than nonidentical twins or full siblings (all P < 0.0001). Younger age, male sex, and genetic factors were significant factors for expression of IA-2A, IAA, one or more positive autoantibodies, and two or more positive autoantibodies (all P ≤ 0.03). Initially autoantibody-positive identical twins had a 69% risk of diabetes by 3 years compared with 1.5% for initially autoantibody-negative identical twins. In nonidentical twins, type 1 diabetes risk by 3 years was 72% for initially multiple autoantibody-positive, 13% for single autoantibody-positive, and 0% for initially autoantibody-negative nonidentical twins. Full siblings had a 3-year type 1 diabetes risk of 47% for multiple autoantibody-positive, 12% for single autoantibody-positive, and 0.5% for initially autoantibody-negative subjects. CONCLUSIONS Risk of type 1 diabetes at 3 years is high for initially multiple and single autoantibody-positive identical twins and multiple autoantibody-positive nonidentical twins. Genetic predisposition, age, and male sex are significant risk factors for development of positive autoantibodies in twins.
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Affiliation(s)
- Taylor M. Triolo
- Barbara Davis Center for Diabetes, University of Colorado School of Medicine, Aurora, CO
| | - Alexandra Fouts
- Barbara Davis Center for Diabetes, University of Colorado School of Medicine, Aurora, CO
| | - Laura Pyle
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Liping Yu
- Barbara Davis Center for Diabetes, University of Colorado School of Medicine, Aurora, CO
| | - Peter A. Gottlieb
- Barbara Davis Center for Diabetes, University of Colorado School of Medicine, Aurora, CO
| | - Andrea K. Steck
- Barbara Davis Center for Diabetes, University of Colorado School of Medicine, Aurora, CO
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Redondo MJ, Geyer S, Steck AK, Sharp S, Wentworth JM, Weedon MN, Antinozzi P, Sosenko J, Atkinson M, Pugliese A, Oram RA, Antinozzi P, Atkinson M, Battaglia M, Becker D, Bingley P, Bosi E, Buckner J, Colman P, Gottlieb P, Herold K, Insel R, Kay T, Knip M, Marks J, Moran A, Palmer J, Peakman M, Philipson L, Pugliese A, Raskin P, Rodriguez H, Roep B, Russell W, Schatz D, Wherrett D, Wilson D, Winter W, Ziegler A, Benoist C, Blum J, Chase P, Clare-Salzler M, Clynes R, Eisenbarth G, Fathman C, Grave G, Hering B, Kaufman F, Leschek E, Mahon J, Nanto-Salonen K, Nepom G, Orban T, Parkman R, Pescovitz M, Peyman J, Roncarolo M, Simell O, Sherwin R, Siegelman M, Steck A, Thomas J, Trucco M, Wagner J, Greenbaum ,CJ, Bourcier K, Insel R, Krischer JP, Leschek E, Rafkin L, Spain L, Cowie C, Foulkes M, Krause-Steinrauf H, Lachin JM, Malozowski S, Peyman J, Ridge J, Savage P, Skyler JS, Zafonte SJ, Kenyon NS, Santiago I, Sosenko JM, Bundy B, Abbondondolo M, Adams T, Amado D, Asif I, Boonstra M, Bundy B, Burroughs C, Cuthbertson D, Deemer M, Eberhard C, Fiske S, Ford J, Garmeson J, Guillette H, Browning G, Coughenour T, Sulk M, Tsalikan E, Tansey M, Cabbage J, Dixit N, Pasha S, King M, Adcock K, Geyer S, Atterberry H, Fox L, Englert K, Mauras N, Permuy J, Sikes K, Berhe T, Guendling B, McLennan L, Paganessi L, Hays B, Murphy C, Draznin M, Kamboj M, Sheppard S, Lewis V, Coates L, Moore W, Babar G, Bedard J, Brenson-Hughes D, Henderson C, Cernich J, Clements M, Duprau R, Goodman S, Hester L, Huerta-Saenz L, Karmazin A, Letjen T, Raman S, Morin D, Henry M, Bestermann W, Morawski E, White J, Brockmyer A, Bays R, Campbell S, Stapleton A, Stone N, Donoho A, Everett H, Heyman K, Hensley H, Johnson M, Marshall C, Skirvin N, Taylor P, Williams R, Ray L, Wolverton C, Nickels D, Dothard C, Hsiao B, Speiser P, Pellizzari M, Bokor L, Izuora K, Abdelnour S, Cummings P, Paynor S, Leahy M, Riedl M, Shockley S, Karges C, Saad R, Briones T, Casella S, Herz C, Walsh K, Greening J, Hay F, Hunt S, Sikotra N, Simons L, Keaton N, Karounos D, Oremus R, Dye L, Myers L, Ballard D, Miers W, Sparks R, Thraikill K, Edwards K, Fowlkes J, Kinderman A, Kemp S, Morales A, Holland L, Johnson L, Paul P, Ghatak A, Phelen K, Leyland H, Henderson T, Brenner D, Law P, Oppenheimer E, Mamkin I, Moniz C, Clarson C, Lovell M, Peters A, Ruelas V, Borut D, Burt D, Jordan M, Leinbach A, Castilla S, Flores P, Ruiz M, Hanson L, Green-Blair J, Sheridan R, Wintergerst K, Pierce G, Omoruyi A, Foster M, Linton C, Kingery S, Lunsford A, Cervantes I, Parker T, Price P, Urben J, Doughty I, Haydock H, Parker V, Bergman P, Liu S, Duncum S, Rodda C, Thomas A, Ferry R, McCommon D, Cockroft J, Perelman A, Calendo R, Barrera C, Arce-Nunez E, Lloyd J, Martinez Y, De la Portilla M, Cardenas I, Garrido L, Villar M, Lorini R, Calandra E, D’Annuzio G, Perri K, Minuto N, Malloy J, Rebora C, Callegari R, Ali O, Kramer J, Auble B, Cabrera S, Donohoue P, Fiallo-Scharer R, Hessner M, Wolfgram P, Maddox K, Kansra A, Bettin N, McCuller R, Miller A, Accacha S, Corrigan J, Fiore E, Levine R, Mahoney T, Polychronakos C, Martin J, Gagne V, Starkman H, Fox M, Chin D, Melchionne F, Silverman L, Marshall I, Cerracchio L, Cruz J, Viswanathan A, Miller J, Wilson J, Chalew S, Valley S, Layburn S, Lala A, Clesi P, Genet M, Uwaifo G, Charron A, Allerton T, Milliot E, Cefalu W, Melendez-Ramirez L, Richards R, Alleyn C, Gustafson E, Lizanna M, Wahlen J, Aleiwe S, Hansen M, Wahlen H, Moore M, Levy C, Bonaccorso A, Rapaport R, Tomer Y, Chia D, Goldis M, Iazzetti L, Klein M, Levister C, Waldman L, Muller S, Wallach E, Regelmann M, Antal Z, Aranda M, Reynholds C, Leech N, Wake D, Owens C, Burns M, Wotherspoon J, Nguyen T, Murray A, Short K, Curry G, Kelsey S, Lawson J, Porter J, Stevens S, Thomson E, Winship S, Wynn L, O’Donnell R, Wiltshire E, Krebs J, Cresswell P, Faherty H, Ross C, Vinik A, Barlow P, Bourcier M, Nevoret M, Couper J, Oduah V, Beresford S, Thalagne N, Roper H, Gibbons J, Hill J, Balleaut S, Brennan C, Ellis-Gage J, Fear L, Gray T, Pilger J, Jones L, McNerney C, Pointer L, Price N, Few K, Tomlinson D, Denvir L, Drew J, Randell T, Mansell P, Roberts A, Bell S, Butler S, Hooton Y, Navarra H, Roper A, Babington G, Crate L, Cripps H, Ledlie A, Moulds C, Sadler K, Norton R, Petrova B, Silkstone O, Smith C, Ghai K, Murray M, Viswanathan V, Henegan M, Kawadry O, Olson J, Stavros T, Patterson L, Ahmad T, Flores B, Domek D, Domek S, Copeland K, George M, Less J, Davis T, Short M, Tamura R, Dwarakanathan A, O’Donnell P, Boerner B, Larson L, Phillips M, Rendell M, Larson K, Smith C, Zebrowski K, Kuechenmeister L, Wood K, Thevarayapillai M, Daniels M, Speer H, Forghani N, Quintana R, Reh C, Bhangoo A, Desrosiers P, Ireland L, Misla T, Xu P, Torres C, Wells S, Villar J, Yu M, Berry D, Cook D, Soder J, Powell A, Ng M, Morrison M, Young K, Haslam Z, Lawson M, Bradley B, Courtney J, Richardson C, Watson C, Keely E, DeCurtis D, Vaccarcello-Cruz M, Torres Z, Alies P, Sandberg K, Hsiang H, Joy B, McCormick D, Powell A, Jones H, Bell J, Hargadon S, Hudson S, Kummer M, Badias F, Sauder S, Sutton E, Gensel K, Aguirre-Castaneda R, Benavides Lopez V, Hemp D, Allen S, Stear J, Davis E, Jones T, Baker A, Roberts A, Dart J, Paramalingam N, Levitt Katz L, Chaudhary N, Murphy K, Willi S, Schwartzman B, Kapadia C, Larson D, Bassi M, McClellan D, Shaibai G, Kelley L, Villa G, Kelley C, Diamond R, Kabbani M, Dajani T, Hoekstra F, Magorno M, Beam C, Holst J, Chauhan V, Wilson N, Bononi P, Sperl M, Millward A, Eaton M, Dean L, Olshan J, Renna H, Boulware D, Milliard C, Snyder D, Beaman S, Burch K, Chester J, Ahmann A, Wollam B, DeFrang D, Fitch R, Jahnke K, Bounmananh L, Hanavan K, Klopfenstein B, Nicol L, Bergstrom R, Noland T, Brodksy J, Bacon L, Quintos J, Topor L, Bialo S, Bream S, Bancroft B, Soto A, Lagarde W, Lockemer H, Vanderploeg T, Ibrahim M, Huie M, Sanchez V, Edelen R, Marchiando R, Freeman D, Palmer J, Repas T, Wasson M, Auker P, Culbertson J, Kieffer T, Voorhees D, Borgwardt T, DeRaad L, Eckert K, Gough J, Isaacson E, Kuhn H, Carroll A, Schubert M, Francis G, Hagan S, Le T, Penn M, Wickham E, Leyva C, Ginem J, Rivera K, Padilla J, Rodriguez I, Jospe N, Czyzyk J, Johnson B, Nadgir U, Marlen N, Prakasam G, Rieger C, Granger M, Glaser N, Heiser E, Harris B, Foster C, Slater H, Wheeler K, Donaldson D, Murray M, Hale D, Tragus R, Holloway M, Word D, Lynch J, Pankratz L, Rogers W, Newfield R, Holland S, Hashiguchi M, Gottschalk M, Philis-Tsimikas A, Rosal R, Kieffer M, Franklin S, Guardado S, Bohannon N, Garcia M, Aguinaldo T, Phan J, Barraza V, Cohen D, Pinsker J, Khan U, Lane P, Wiley J, Jovanovic L, Misra P, Wright M, Cohen D, Huang K, Skiles M, Maxcy S, Pihoker C, Cochrane K, Nallamshetty L, Fosse J, Kearns S, Klingsheim M, Wright N, Viles L, Smith H, Heller S, Cunningham M, Daniels A, Zeiden L, Parrimon Y, Field J, Walker R, Griffin K, Bartholow L, Erickson C, Howard J, Krabbenhoft B, Sandman C, Vanveldhuizen A, Wurlger J, Paulus K, Zimmerman A, Hanisch K, Davis-Keppen L, Cotterill A, Kirby J, Harris M, Schmidt A, Kishiyama C, Flores C, Milton J, Ramiro J, Martin W, Whysham C, Yerka A, Freels T, Hassing J, Webster J, Green R, Carter P, Galloway J, Hoelzer D, Ritzie AQL, Roberts S, Said S, Sullivan P, Allen H, Reiter E, Feinberg E, Johnson C, Newhook L, Hagerty D, White N, Sharma A, Levandoski L, Kyllo J, Johnson M, Benoit C, Iyer P, Diamond F, Hosono H, Jackman S, Barette L, Jones P, Shor A, Sills I, Bzdick S, Bulger J, Weinstock R, Douek I, Andrews R, Modgill G, Gyorffy G, Robin L, Vaidya N, Song X, Crouch S, O’Brien K, Thompson C, Thorne N, Blumer J, Kalic J, Klepek L, Paulett J, Rosolowski B, Horner J, Terry A, Watkins M, Casey J, Carpenter K, Burns C, Horton J, Pritchard C, Soetaert D, Wynne A, Kaiserman K, Halvorson M, Weinberger J, Chin C, Molina O, Patel C, Senguttuvan R, Wheeler M, Furet O, Steuhm C, Jelley D, Goudeau S, Chalmers L, Wootten M, Greer D, Panagiotopoulos C, Metzger D, Nguyen D, Horowitz M, Christiansen M, Glades E, Morimoto C, Macarewich M, Norman R, Harding P, Patin K, Vargas C, Barbanica A, Yu A, Vaidyanathan P, Osborne W, Mehra R, Kaster S, Neace S, Horner J, McDonough S, Reeves G, Cordrey C, Marrs L, Miller T, Dowshen S, Doyle D, Walker S, Catte D, Dean H, Drury-Brown M, McGee PF, Hackman B, Lee M, Malkani S, Cullen K, Johnson K, Hampton P, McCarrell M, Curtis C, Paul E, Zambrano Y, Hess KO, Phoebus D, Quinlan S, Raiden E, Batts E, Buddy C, Kirpatrick K, Ramey M, Shultz A, Webb C, Romesco M, Fradkin J, Blumberg E, Beck G, Brillon D, Gubitosi-Klug R, Laffel L, Veatch R, Wallace D, Braun J, Lernmark A, Lo B, Mitchell H, Naji A, Nerup J, Orchard T, Steffes M, Tsiatis A, Zinman B, Loechelt B, Baden L, Green M, Weinberg A, Marcovina S, Palmer JP, Weinberg A, Yu L, Babu S, Winter W, Eisenbarth GS, Bingley P, Clynes R, DiMeglio L, Eisenbarth G, Hays B, Marks J, Matheson D, Rodriguez H, Wilson D, Redondo MJ, Gomez D, Zheng X, Pena S, Pietropaolo M, Batts E, Brown T, Buckner J, Dove A, Hammond M, Hefty D, Klein J, Kuhns K, Letlau M, Lord S, McCulloch-Olson M, Miller L, Nepom G, Odegard J, Ramey M, Sachter E, St. Marie M, Stickney K, VanBuecken D, Vellek B, Webber C, Allen L, Bollyk J, Hilderman N, Ismail H, Lamola S, Sanda S, Vendettuoli H, Tridgell D, Monzavi R, Bock M, Fisher L, Halvorson M, Jeandron D, Kim M, Wood J, Geffner M, Kaufman F, Parkman R, Salazar C, Goland R, Clynes R, Cook S, Freeby M, Gallagher MP, Gandica R, Greenberg E, Kurland A, Pollak S, Wolk A, Chan M, Koplimae L, Levine E, Smith K, Trast J, DiMeglio L, Blum J, Evans-Molina C, Hufferd R, Jagielo B, Kruse C, Patrick V, Rigby M, Spall M, Swinney K, Terrell J, Christner L, Ford L, Lynch S, Menendez M, Merrill P, Pescovitz M, Rodriguez H, Alleyn C, Baidal D, Fay S, Gaglia J, Resnick B, Szubowicz S, Weir G, Benjamin R, Conboy D, deManbey A, Jackson R, Jalahej H, Orban T, Ricker A, Wolfsdorf J, Zhang HH, Wilson D, Aye T, Baker B, Barahona K, Buckingham B, Esrey K, Esrey T, Fathman G, Snyder R, Aneja B, Chatav M, Espinoza O, Frank E, Liu J, Perry J, Pyle R, Rigby A, Riley K, Soto A, Gitelman S, Adi S, Anderson M, Berhel A, Breen K, Fraser K, Gerard-Gonzalez A, Jossan P, Lustig R, Moassesfar S, Mugg A, Ng D, Prahalod P, Rangel-Lugo M, Sanda S, Tarkoff J, Torok C, Wesch R, Aslan I, Buchanan J, Cordier J, Hamilton C, Hawkins L, Ho T, Jain A, Ko K, Lee T, Phelps S, Rosenthal S, Sahakitrungruang T, Stehl L, Taylor L, Wertz M, Wong J, Philipson L, Briars R, Devine N, Littlejohn E, Grant T, Gottlieb P, Klingensmith G, Steck A, Alkanani A, Bautista K, Bedoy R, Blau A, Burke B, Cory L, Dang M, Fitzgerald-Miller L, Fouts A, Gage V, Garg S, Gesauldo P, Gutin R, Hayes C, Hoffman M, Ketchum K, Logsden-Sackett N, Maahs D, Messer L, Meyers L, Michels A, Peacock S, Rewers M, Rodriguez P, Sepulbeda F, Sippl R, Steck A, Taki I, Tran BK, Tran T, Wadwa RP, Zeitler P, Barker J, Barry S, Birks L, Bomsburger L, Bookert T, Briggs L, Burdick P, Cabrera R, Chase P, Cobry E, Conley A, Cook G, Daniels J, DiDomenico D, Eckert J, Ehler A, Eisenbarth G, Fain P, Fiallo-Scharer R, Frank N, Goettle H, Haarhues M, Harris S, Horton L, Hutton J, Jeffrrey J, Jenison R, Jones K, Kastelic W, King MA, Lehr D, Lungaro J, Mason K, Maurer H, Nguyen L, Proto A, Realsen J, Schmitt K, Schwartz M, Skovgaard S, Smith J, Vanderwel B, Voelmle M, Wagner R, Wallace A, Walravens P, Weiner L, Westerhoff B, Westfall E, Widmer K, Wright H, Schatz D, Abraham A, Atkinson M, Cintron M, Clare-Salzler M, Ferguson J, Haller M, Hosford J, Mancini D, Rohrs H, Silverstein J, Thomas J, Winter W, Cole G, Cook R, Coy R, Hicks E, Lewis N, Marks J, Pugliese A, Blaschke C, Matheson D, Sanders-Branca N, Sosenko J, Arazo L, Arce R, Cisneros M, Sabbag S, Moran A, Gibson C, Fife B, Hering B, Kwong C, Leschyshyn J, Nathan B, Pappenfus B, Street A, Boes MA, Eck SP, Finney L, Fischer TA, Martin A, Muzamhindo CJ, Rhodes M, Smith J, Wagner J, Wood B, Becker D, Delallo K, Diaz A, Elnyczky B, Libman I, Pasek B, Riley K, Trucco M, Copemen B, Gwynn D, Toledo F, Rodriguez H, Bollepalli S, Diamond F, Eyth E, Henson D, Lenz A, Shulman D, Raskin P, Adhikari S, Dickson B, Dunnigan E, Lingvay I, Pruneda L, Ramos-Roman M, Raskin P, Rhee C, Richard J, Siegelman M, Sturges D, Sumpter K, White P, Alford M, Arthur J, Aviles-Santa ML, Cordova E, Davis R, Fernandez S, Fordan S, Hardin T, Jacobs A, Kaloyanova P, Lukacova-Zib I, Mirfakhraee S, Mohan A, Noto H, Smith O, Torres N, Wherrett D, Balmer D, Eisel L, Kovalakovska R, Mehan M, Sultan F, Ahenkorah B, Cevallos J, Razack N, Ricci MJ, Rhode A, Srikandarajah M, Steger R, Russell WE, Black M, Brendle F, Brown A, Moore D, Pittel E, Robertson A, Shannon A, Thomas JW, Herold K, Feldman L, Sherwin R, Tamborlane W, Weinzimer S, Toppari J, Kallio T, Kärkkäinen M, Mäntymäki E, Niininen T, Nurmi B, Rajala P, Romo M, Suomenrinne S, Näntö-Salonen K, Simell O, Simell T, Bosi E, Battaglia M, Bianconi E, Bonfanti R, Grogan P, Laurenzi A, Martinenghi S, Meschi F, Pastore M, Falqui L, Muscato MT, Viscardi M, Castleden H, Farthing N, Loud S, Matthews C, McGhee J, Morgan A, Pollitt J, Elliot-Jones R, Wheaton C, Knip M, Siljander H, Suomalainen H, Colman P, Healy F, Mesfin S, Redl L, Wentworth J, Willis J, Farley M, Harrison L, Perry C, Williams F, Mayo A, Paxton J, Thompson V, Volin L, Fenton C, Carr L, Lemon E, Swank M, Luidens M, Salgam M, Sharma V, Schade D, King C, Carano R, Heiden J, Means N, Holman L, Thomas I, Madrigal D, Muth T, Martin C, Plunkett C, Ramm C, Auchus R, Lane W, Avots E, Buford M, Hale C, Hoyle J, Lane B, Muir A, Shuler S, Raviele N, Ivie E, Jenkins M, Lindsley K, Hansen I, Fadoju D, Felner E, Bode B, Hosey R, Sax J, Jefferies C, Mannering S, Prentis R, She J, Stachura M, Hopkins D, Williams J, Steed L, Asatapova E, Nunez S, Knight S, Dixon P, Ching J, Donner T, Longnecker S, Abel K, Arcara K, Blackman S, Clark L, Cooke D, Plotnick L, Levin P, Bromberger L, Klein K, Sadurska K, Allen C, Michaud D, Snodgrass H, Burghen G, Chatha S, Clark C, Silverberg J, Wittmer C, Gardner J, LeBoeuf C, Bell P, McGlore O, Tennet H, Alba N, Carroll M, Baert L, Beaton H, Cordell E, Haynes A, Reed C, Lichter K, McCarthy P, McCarthy S, Monchamp T, Roach J, Manies S, Gunville F, Marosok L, Nelson T, Ackerman K, Rudolph J, Stewart M, McCormick K, May S, Falls T, Barrett T, Dale K, Makusha L, McTernana C, Penny-Thomas K, Sullivan K, Narendran P, Robbie J, Smith D, Christensen R, Koehler B, Royal C, Arthur T, Houser H, Renaldi J, Watsen S, Wu P, Lyons L, House B, Yu J, Holt H, Nation M, Vickers C, Watling R, Heptulla R, Trast J, Agarwal C, Newell D, Katikaneni R, Gardner C, Del Rio A, Logan A, Collier H, Rishton C, Whalley G, Ali A, Ramtoola S, Quattrin T, Mastrandea L, House A, Ecker M, Huang C, Gougeon C, Ho J, Pacuad D, Dunger D, May J, O’Brien C, Acerini C, Salgin B, Thankamony A, Williams R, Buse J, Fuller G, Duclos M, Tricome J, Brown H, Pittard D, Bowlby D, Blue A, Headley T, Bendre S, Lewis K, Sutphin K, Soloranzo C, Puskaric J, Madison H, Rincon M, Carlucci M, Shridharani R, Rusk B, Tessman E, Huffman D, Abrams H, Biederman B, Jones M, Leathers V, Brickman W, Petrie P, Zimmerman D, Howard J, Miller L, Alemzadeh R, Mihailescu D, Melgozza-Walker R, Abdulla N, Boucher-Berry C, Ize-Ludlow D, Levy R, Swenson Brousell C, Scott R, Heenan H, Lunt H, Kendall D, Willis J, Darlow B, Crimmins N, Edler D, Weis T, Schultz C, Rogers D, Latham D, Mawhorter C, Switzer C, Spencer W, Konstantnopoulus P, Broder S, Klein J, Bachrach B, Gardner M, Eichelberger D, Knight L, Szadek L, Welnick G, Thompson B, Hoffman R, Revell A, Cherko J, Carter K, Gilson E, Haines J, Arthur G, Bowen B, Zipf W, Graves P, Lozano R, Seiple D, Spicer K, Chang A, Fregosi J, Harbinson J, Paulson C, Stalters S, Wright P, Zlock D, Freeth A, Victory J, Maheshwari H, Maheshwari A, Holmstrom T, Bueno J, Arguello R, Ahern J, Noreika L, Watson V, Hourse S, Breyer P, Kissel C, Nicholson Y, Pfeifer M, Almazan S, Bajaj J, Quinn M, Funk K, McCance J, Moreno E, Veintimilla R, Wells A, Cook J, Trunnel S, Transue D, Surhigh J, Bezzaire D, Moltz K, Zacharski E, Henske J, Desai S, Frizelis K, Khan F, Sjoberg R, Allen K, Manning P, Hendry G, Taylor B, Jones S, Couch R, Danchak R, Lieberman D, Strader W, Bencomo M, Bailey T, Bedolla L, Roldan C, Moudiotis C, Vaidya B, Anning C, Bunce S, Estcourt S, Folland E, Gordon E, Harrill C, Ireland J, Piper J, Scaife L, Sutton K, Wilkins S, Costelloe M, Palmer J, Casas L, Miller C, Burgard M, Erickson C, Hallanger-Johnson J, Clark P, Taylor W, Galgani J, Banerjee S, Banda C, McEowen D, Kinman R, Lafferty A, Gillett S, Nolan C, Pathak M, Sondrol L, Hjelle T, Hafner S, Kotrba J, Hendrickson R, Cemeroglu A, Symington T, Daniel M, Appiagyei-Dankah Y, Postellon D, Racine M, Kleis L, Barnes K, Godwin S, McCullough H, Shaheen K, Buck G, Noel L, Warren M, Weber S, Parker S, Gillespie I, Nelson B, Frost C, Amrhein J, Moreland E, Hayes A, Peggram J, Aisenberg J, Riordan M, Zasa J, Cummings E, Scott K, Pinto T, Mokashi A, McAssey K, Helden E, Hammond P, Dinning L, Rahman S, Ray S, Dimicri C, Guppy S, Nielsen H, Vogel C, Ariza C, Morales L, Chang Y, Gabbay R, Ambrocio L, Manley L, Nemery R, Charlton W, Smith P, Kerr L, Steindel-Kopp B, Alamaguer M, Tabisola-Nuesca E, Pendersen A, Larson N, Cooper-Olviver H, Chan D, Fitz-Patrick D, Carreira T, Park Y, Ruhaak R, Liljenquist D. A Type 1 Diabetes Genetic Risk Score Predicts Progression of Islet Autoimmunity and Development of Type 1 Diabetes in Individuals at Risk. Diabetes Care 2018; 41:1887-1894. [PMID: 30002199 PMCID: PMC6105323 DOI: 10.2337/dc18-0087] [Citation(s) in RCA: 86] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 06/06/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE We tested the ability of a type 1 diabetes (T1D) genetic risk score (GRS) to predict progression of islet autoimmunity and T1D in at-risk individuals. RESEARCH DESIGN AND METHODS We studied the 1,244 TrialNet Pathway to Prevention study participants (T1D patients' relatives without diabetes and with one or more positive autoantibodies) who were genotyped with Illumina ImmunoChip (median [range] age at initial autoantibody determination 11.1 years [1.2-51.8], 48% male, 80.5% non-Hispanic white, median follow-up 5.4 years). Of 291 participants with a single positive autoantibody at screening, 157 converted to multiple autoantibody positivity and 55 developed diabetes. Of 953 participants with multiple positive autoantibodies at screening, 419 developed diabetes. We calculated the T1D GRS from 30 T1D-associated single nucleotide polymorphisms. We used multivariable Cox regression models, time-dependent receiver operating characteristic curves, and area under the curve (AUC) measures to evaluate prognostic utility of T1D GRS, age, sex, Diabetes Prevention Trial-Type 1 (DPT-1) Risk Score, positive autoantibody number or type, HLA DR3/DR4-DQ8 status, and race/ethnicity. We used recursive partitioning analyses to identify cut points in continuous variables. RESULTS Higher T1D GRS significantly increased the rate of progression to T1D adjusting for DPT-1 Risk Score, age, number of positive autoantibodies, sex, and ethnicity (hazard ratio [HR] 1.29 for a 0.05 increase, 95% CI 1.06-1.6; P = 0.011). Progression to T1D was best predicted by a combined model with GRS, number of positive autoantibodies, DPT-1 Risk Score, and age (7-year time-integrated AUC = 0.79, 5-year AUC = 0.73). Higher GRS was significantly associated with increased progression rate from single to multiple positive autoantibodies after adjusting for age, autoantibody type, ethnicity, and sex (HR 2.27 for GRS >0.295, 95% CI 1.47-3.51; P = 0.0002). CONCLUSIONS The T1D GRS independently predicts progression to T1D and improves prediction along T1D stages in autoantibody-positive relatives.
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Affiliation(s)
- Maria J. Redondo
- Texas Children’s Hospital, Baylor College of Medicine, Houston, TX
| | | | - Andrea K. Steck
- Barbara Davis Center for Childhood Diabetes, University of Colorado School of Medicine, Aurora, CO
| | - Seth Sharp
- Institute of Biomedical and Clinical Science, University of Exeter, Exeter, U.K
| | - John M. Wentworth
- Walter and Eliza Hall Institute of Medical Research and Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Michael N. Weedon
- Institute of Biomedical and Clinical Science, University of Exeter, Exeter, U.K
| | | | | | | | | | - Richard A. Oram
- Institute of Biomedical and Clinical Science, University of Exeter, Exeter, U.K
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Roth P, Silginer M, Goodman SL, Hasenbach K, Thies S, Schraml P, Tabatabai G, Moch H, Tritschler I, Weller M, Perin A, Verginelli F, Dali R, Hei Man Fung K, Lo R, Longatti P, Guiot M, Del Maestro RF, Rossi S, Di Porzio U, Stechishin O, Weiss S, Stifani S, Sanzey M, Golebiewska A, Stieber D, Nazarov P, Muller A, Vallar L, Niclou SP, Lawler SE, Chiocca E, Williams SP, Wanka C, Steinbach JP, Rieger J, Lavon I, Zrihan D, Refael M, Siegal T, Sminia P, Van Nifterik KA, Van den Berg J, Lafleur VM, Stalpers LJA, Slotman BJ, Di stefano A, Enciso-Mora V, Marie Y, Desestret V, Labussiere M, Idbaih A, Hoang-Xuan K, Delattre J, Houlston R, Sanson M, Woehrer A, Slavc I, Stefanits H, Waldhoer T, Heinzl H, Zielonke N, Czech T, Hainfellner JA, Haberler C, Zouaoui S, Darlix A, Virion J, Rigau V, Mathieu-Daude H, Bauchet F, Figarella-Branger D, Duffau H, Taillandier L, Bauchet L, Naydenov E, Popov R, Tanova R, Minkin K, De Vleeschouwer S, Van Gool S, Cavaletti G, Wilbers J, Hoebers F, Boogerd W, van Werkhoven E, Nowee M, Hart G, van Dijk E, Kappelle A, Dorresteijn L, Furuse M, Miyata T, Yoritsune E, Kawabata S, Kuroiwa T, Miyatake S, Boele FW, Heimans JJ, Aaronson NK, Peereboom DM, Sloan AE, Supko JG, Ye X, Rich JN, Prados MD, Ahluwalia M, Grossman SA, Spiegl-Kreinecker S, Loetsch D, Taphoorn MJB, Wild M, Ghanim B, Pirker C, Pichler J, Serge W, Lenz S, Wurm G, Berger W, Tamiya T, Miyake K, Postma TJ, Okada M, Kawai N, Grossi I, Rigakos G, Lampropoulos S, Stavridi F, Tsoulos N, Nasioulas G, Papadopoulou E, Razis E, Reijneveld JC, Schroeteler J, Klosterkemper Y, Schwake M, Stummer W, Ewelt C, Field KM, Rosenthal MA, Wheeler H, Cher L, Hovey E, Klein M, Nowak AK, Brown C, Livingstone A, Sawkins K, Simes J, Linsenmann T, Jawork A, Hagemann C, Kessler AF, Berg F, Habets EJJ, Lohr M, Ernestus RI, Vince GH, Rodriguez FJ, Heaphy CM, Nguyen DN, de Wilde RF, Orr B, Raabe E, Eberhart CG, Taphoorn MJB, Meeker AK, Klein SP, Van Calenbergh F, van Loon J, Menten J, Clement P, De Vleeschouwer S, Goffin J, Lonardi F, Gioga G, Nederend S, Bonometti M, Ferigo L, Buonocore F, Campostrini F, Golebiewska A, Bougnaud S, Stieber D, Brons N, Vallar L, Hertel F, Klein M, Bjerkvig R, Niclou S, Strik HM, Carl B, Kallenberg K, Moiyadi AV, Gupta T, Shetty P, Nair V, Jalali R, Delgadillo D, Compter I, de Kunder SL, Houben RMA, Jager JJ, Bosmans G, Anten MHME, Baumert BG, Duerinck J, Du Four S, Van Binst A, Xuan KH, Everaert H, Michotte A, D'haens J, Neyns B, Basmaci M, Hasturk AE, de Kunder SL, Compter I, Schijns OEMG, ter Laak-Poort MP, Bottomley A, Anten MHME, Jansen RLH, Baumert BG, Happold C, Roth P, Wick W, Schmidt N, Florea A, Reifenberger G, Weller M, Van den Bent MJ, Ho C, Leugner D, Easaw J, Lim G, Rosenberg T, Thomassen M, Jensen S, Larsen M, Sorensen K, Hermansen S, Reijneveld JC, Kruse T, Kristensen B, Pichler J, Hollmuller I, Ghanim B, Spiegl-Kreinecker S, Ursu R, Ferrari D, Bailon O, Augier A, Minaya Flores P, Dubessy A, Banissi C, Belin C, Levy C, Carpentier AF, Boudouresque F, Delphino C, Metellus P, Pirisi V, Figarella-Branger D, Chinot O, Ouafik L, Berthois Y, Nakamura H, Makino K, Hide T, Yano S, Kuratsu J, Stevens GHJ, Ahluwalia M, Hashemi N, Berbis J, Peereboom D, Barnett GH, Wibom C, Ghasimi S, Van Loo P, Brannstrom T, Trygg J, Henriksson R, Bergenheim T, Andersson U, Auquier P, Ryden P, Melin B, Ackerl MS, Flechl B, Dieckmann K, Preusser M, Widhalm G, Sax C, Marosi C, Seliger C, Kumthekar PU, Leukel P, Jachnik B, Bogdahn U, Vollmann A, Hau P, Chung SA, Luk PP, Shen H, Decollogne S, Day BW, Grimm SA, Stringer BW, Hogg PJ, Dilda PJ, McDonald KL, Cernea DR, Pruteanu P, Todor N, Florian S, Bogdan V, Cercea C, Chandler J, Leibetseder A, Ackerl M, Flechl B, Sax C, Widhalm G, Dieckmann K, Preusser M, Marosi C, Torres-Martin M, Pena-Granero C, Helenowski IB, Isla A, Pinto GR, Custodio AC, Melendez B, Castresana JS, Rey JA, Banissi C, Maubant S, Rancic M, Carpentier AF, Marymont M, Stancheva G, Goranova T, Laleva M, Kamenova M, Mitkova A, Velinov N, Kaneva R, Poptodorov G, Mitev V, Gabrovsky N, Rademaker A, Piccirillo SGM, Spiteri I, Sottoriva A, Marko N, Tavare' S, Collins P, Watts C, Fedrigo CA, Da Rocha AB, Stalpers LJA, Wagner L, Baumert BG, Slotman B, Peters GJ, Sminia P, Fernandez M, Gawrisch VJ, Ruttgers M, Jachnik B, Proescholdt M, Bogdahn U, Stell B, Vollmann-Zwerenz A, Hau P, Trevisan E, Magistrello M, Bertero L, Bosa C, Greco Crasto S, Garbossa D, Lolli I, Ruda R, Raizer J, Soffietti R, Ichikawa T, Kurozumi K, Onishi M, Ishida J, Shimazu Y, Fujii K, Inoue S, Chiocca EA, Kaur B, Kumthekar PU, Date I, Dictus C, Friauf S, Valous NA, Muerle B, Unterberg AW, Herold-Mende CC, Caroli M, Di Dristofori A, Lucarella F, Grimm S, Menghetti C, Lanfranchi G, Gaini SM, Duerinck J, Clement P, Bouttens F, Neyns B, D'Hondt L, Gennigens C, Staelens Y, Jacobs DI, Joosens E, Van Fraeyenhove F, Rogiers A, Darlix A, Baumann C, Lorgis V, Blonski M, Chauffert B, Zouaoui S, Beauchesne P, Stell BV, Taillandier L, Vaccaro V, Pace A, Vidiri A, Vari S, Telera S, Giannarelli D, Russillo M, Anelli V, Carapella CM, Rademaker A, Fabi A, Florian SI, Soritau O, Neagoe I, Abrudan C, Tomuleasa C, Cernea D, Petrescu M, Baritchii A, Florian SI, Chandler J, Abrudan C, Baritchii A, Fornara O, Mirza S, Khan Z, Odeberg J, Stragliotto G, Butler L, Soderberg-Naucler C, Soderberg Naucler C, Marymont MH, Stragliotto G, Peredo I, Rahbar A, Lilja A, Taher C, Orrego A, Wolmer Solberg N, Brandes AA, Depenni R, Marcello N, Helenowski IB, Valentini A, Faedi M, Urbini B, Crisi G, Franceschi E, Poggi R, Baruzzi A, Berghauser Pont LME, Kloezeman JJ, French PJ, Wagner L, Dirven CMF, Lamfers MLM, Leenstra SL, Stragliotto G, Bartek J, Hylin S, Peredo I, Rahbar A, Soderberg Naucler C, Dahlrot RH, Raizer JJ, Kristensen BW, Hjelmborg JVB, Herrstedt J, Hansen S, Nittby HC, Persson BRR, Ceberg C, Widegren B, Salford LG, Poulsen HS, Claudel G, Grunnet K, Michaelsen SR, Broholm H, Christensen IJ, Tinchon A, Oberndorfer S, Marosi C, Ruda R, Sax C, Calabek B, Muller C, Grisold W, Bouwens T, Trouw L, Heijsman D, Kremer A, van der Spek P, Dirven C, Lamfers M, Al-Khawaja H, Pollanz S, Colmar K, Tinchon A, Calabek B, Oberndorfer S, Pohnl R, Grisold W, Hong Y, Ko K, Lee E, De Groot M, Choenni EP, Garat E, Sizoo EM, Uitdehaag B, Buter J, Van Linde ME, Postma TJ, Taphoorn MJB, Heimans JJ, Reijneveld JC, Bertero L, Bosa C, Beauchesne P, Trevisan E, Tarenzi L, Garbossa D, Mantovani C, Soffietti R, Ruda R, Lotsch D, Spiegl-Kreinecker S, Pirker C, Hlavaty J, Hassani K, Petznek H, Grusch M, Berger W, Kaloshi G, Spahiu O, Djamandi P, Djamandi P, Ruka M, Haxhihyseni E, Bushati T, Bethune B, Petrela M, Tabatabai G, Felsberg J, Sabel M, Hofer S, Westphal M, Weller M, Reifenberger G, Wertz M, Padovani L, Nguyen-Thi P, Bequet-Boucard C, Barrie M, Matta M, Muracciole X, Chinot O, Timmer M, Rohn G, Goldbrunner R, Thon N, Kreth F, Di Patrizio P, Simon M, Westphal M, Schackert G, Nikkhah G, Tatagiba M, Hentschel B, Weller M, Tonn J, Smrdel U, Fack F, Taillandier L, Zheng L, Frezza C, Keunen O, Kalna G, Nazarov P, Gottlieb E, Niclou SP, Bjerkvig R, Radic J, Murgic J, Sizoo EM, Maric Brozic J, Jazvic M, Soldic Z, Bolanca A, Raizer J, Grimm S, Levy R, Muro K, Rosenow J, Chandler J, Taphoorn MJB, Bredel M, Kalita O, Vaverka M, Hrabalek L, Zlevorova M, Cechakova E, Trojanec R, Kneblova M, Hajduch M, Ehrmann J, Uitdehaag B, Naskhletashvili DR, Gorbounova V, Bychkov M, Bekyashev A, Karakhan V, Aloshin V, Fu R, Moskvina E, Gaziel TB, Poulsen HS, Heimans JJ, Muhic A, Rahbar A, Peredo I, Wolmer Solberg N, Taher C, Dzabic M, Xu X, Skarman P, Tammik C, Stragliotto G, Deliens L, Soderberg-Naucler C, Ahluwalia MS, hashemi-Sadraei N, Barnett GH, Fabbro M, Laigre M, Langlois C, Castan F, Bauchet L, Duffau H, Reijneveld JC, Bonafe A, Spoor JKH, Khorami K, Kloezeman J, Balvers R, Dirven C, Lamfers M, Leenstra S, Spoor JKH, van der Kaaij M, Pasman HW, Kloezeman J, Geurtjens M, Dirven C, Lamfers M, Leenstra S, Trister AD, Neal ML, Cloke T, Baldock AL, Ahn S, Rampling RP, Mrugala MM, Rockhill JK, Rockne R, Swanson KR, Swanson KR, Rockne R, Hawkins-Daarud A, Corwin D, Neal ML, Rockhill JK, James A, Mrugala MM, Rostomily R, Alvord EC, D'Alessandro G, Catalano M, Cipriani R, Chece G, Limatola C, Graham K, Williamson A, Mulholland P, Lamb C, James A, Clark B, Chalmers A, de Kunder SL, Postma AA, Huysentruyt CJR, Dings J, ter Laak-Poort MP, Seystahl K, Peoples S, Wiestler B, Hundsberger T, Happold C, Wick W, Weller M, Wick A, Janz C, Buhl RM, Jiang T, Darlix A, Al-Salihi O, Virion J, Zouaoui S, Rigau V, Tretarre B, Mandonnet E, Pinelli C, Duffau H, Taillandier L, Bauchet L, Ng H, Twelves C, Yang L, Pang JCS, Roelcke U, Nowosielski M, Bertero L, Crippa F, Hofer S, Bruehlmeier M, Remonda L, Soffietti R, Halford S, Wyss M, Reyes-Botero G, Fiorelli M, Mokhtari K, Delattre J, Laigle-Donadey F, Amelio D, Lorentini S, Giri MG, Meliado G, McGuigan L, Fellin F, Gargano G, Ricciardi GK, Pioli F, Schwarz M, Amichetti M, Ribba B, Kaloshi G, Peyre M, Ricard D, Ritchie J, Tod M, Cartalat-Carel S, Delattre J, Honnorat J, Grenier E, Ducray F, Bastin F, Pirotte B, Bouquey D, Roger T, Sing-Jasuja H, Riva M, Raneri F, Pessina F, Casarotti A, Comi A, Fava E, Papagno C, Bello L, Blonski M, Pallud J, Schumacher T, Goze C, Mandonnet E, Beauchesne P, Baron M, Fontaine D, Darlix A, Duffau H, Taillandier L, Sinclair G, Hylin S, Sahm F, Nordstrom L, Stragliotto G, Mucha-Malecka A, Glinski B, Malecki K, Ahluwalia MS, Robles Irizarry L, Hashemi Sadraei N, Stevens G, Barnett GH, von Deimling A, Mucha-Malecka A, Glinski B, Malecki K, Jarosz M, Dymek P, Chrostowska A, Hetnal M, Miwa T, Oi S, Nonaka Y, Wick W, Sasaki H, Adachi J, Suzuki T, Yanagisawa T, Mishima K, Fukuoka K, Koga T, Matsutani M, Nishikawa R, Burger MC, Platten M, Brucker DP, Baumgarten P, Ronellenfitsch MW, Hasselblatt M, Eccles MR, Klingebiel T, Weller M, Mittelbronn M, Steinbach JP, Walker DA, Ardon H, Collier J, Kennedy C, Grundy R, Wilne S, Lakhanpaul M, Baker M, Trusler J, Linsell S, Dudley J, Kieffer V, Ewelt C, Dellatolas G, Chevignard M, Puget S, Dhermain F, Grill J, Dufour C, Messina R, Zambuto M, Calace A, De Tommasi A, Gunes D, Malova JV, Peyrl A, Sauermann R, Chocholous M, Azizi AA, Prucker C, Jaeger W, Hoeferl M, Slavc I, Pollo B, Wolfer J, Maderna E, Vuono R, Farinotti M, Massimino M, Finocchiaro G, Valentini L, Aurtenetxe O, Urberuaga A, Lopez J, Gaafar A, De Vleeschouwer S, Navajas A, Perez Bovet J, Kusak M, Martinez Moreno N, Gutierrez Sarraga J, Rey Portoles G, Martinez Alvarez R, Yachi K, Kurihara J, Fukushima T, Stummer W, Watanabe T, Yoshino A, Katayama Y, Nishimoto H, Ghasimi S, Haapasalo H, Eray M, Korhonen K, Brannstrom T, Hedman H, Wick W, Andersson U, Miyatake S, Kawabata S, Hiramatsu R, Hirota Y, Kuroiwa T, Ono K, Sugio H, Ito T, Ozaki Y, Meisner C, Sato K, Oikawa M, Daniel R, Tuleasca C, Negretti L, Magaddino V, Levivier M, Pfister C, Pfrommer H, Tatagiba MS, Hentschel B, Roser F, Linsler S, Reuss D, Urbschat S, Klotz M, Ketter R, Oertel J, Ketter R, Linsler S, Kramer D, Platten M, Driess C, Lerner C, Oertel J, Urbschat S, Williamson A, Smith S, Clark B, Chalmers A, James A, Saini SS, Sabel M, Hall G, Davis C, Jang W, Jung S, Jung T, Moon K, Kim I, Carrabba G, Conte V, Riva M, Koeppen S, Caroli M, Artoni A, Martinelli I, Gaini SM, Martinez Moreno NE, Kusak ME, Gutierrez Sarraga J, Rey Portoles G, Martinez Alvarez R, Megyesi JF, Ketter R, Macdonald D, Chaudhary N, Weber DC, Li J, Miller R, Villa S, Anacak Y, Poortmans P, Baumert B, Pica A, Simon M, Ozyigit G, Preusser M, Torres-Martin M, Lassaletta L, Pena-Granero C, de Campos JM, Gutierrez M, Castresana JS, Rey JA, Suki D, Reifenberger G, Sivaganean A, Rao G, Rhines LD, Caffo M, Barresi V, Cacciola F, Giugno A, Passalacqua M, Alafaci C, Caruso G, Weller M, Tomasello F, Widhalm G, Kiesel B, Novak K, Wohrer A, Matula C, Prayer D, Marosi C, Preusser M, Knosp E, Gallego Perez-Larraya J, Wolfsberger S, De Campos JM, Kusak ME, Aguirre DT, Ordonez C, Fortes J, Chamberlain MC, Ellithy MAM, Ghali RR, Abdelhakim KN, Sampron N, Abdelmonem A, Elwakil LM, Heesters MAAM, van der Weide HL, Bolt RA, Enting RH, Glaudemans AWMJ, Bijl HP, van Dijk JMC, Langendijk JA, Matheu A, Chmielowska E, Lewandowska K, Studzinski M, Olejniczak M, Kwiatkowski M, Subira D, Illan J, Serrano C, Simo M, Pardo J, Ayuso A, Martinez-Garcia M, Gil-Bazo I, Sepulveda JM, Hinojo C, Bruna J, Chmielowska E, Krause A, Swiezynski M, Lewandowska K, Olejniczak M, Paris S, Chung C, Menard C, Stevens C, Laperriere N, Millar B, Bernstein M, Zadeh G, Mason W, Brade A, Kim J, Tejada-Solis S, Pardo J, Bruna J, Gomez L, Subira D, Fernandez A, Serrano C, Gonzalez F, Velasco R, Gil M, Perez-Carrion R, Diez-Valle R, Levivier M, Magaddino V, Negretti L, Tuleasca C, Moeckli R, Auslands K, Liepa Z, Apskalne D, Ozols R, Ogino A, Lopez de Munain A, Hirai T, Fukushima T, Serizawa T, Yachi K, Ohta T, Watanabe T, Yoshino A, Hirayama T, Katayama Y, Slavc I, Manterola L, Chocholous M, Czech T, Peyrl A, Dorfer C, Prucker C, Haberler C, Woehrer A, Azizi A, Antoni D, Clavier J, Alonso MM, Noel G, Antoni D, Clavier J, Noel G, Pardo J, Cuadrado ML, Fernandez C, Broemme JO, Schucht P, Beck J, Weiler M, Abu-Isa J, Kottke R, Malthaner M, Schmidthalter D, Aebersold DM, Pica A, Carpentier A, Peignaux K, Bourgeois H, Fauchon F, Blaes J, Prevost J, Azria D, Toulemonde A, Lortholary A, Bonneterre J, Hennequin C, Du Four S, Wilgenhof S, Neyns B, Lam T, Sahm F, Wong F, Sze W, Tung S, Calabek B, Pollanz S, Surbock B, DeSantis M, Pohnl R, Ammerer H, Sherif C, Pusch S, Grisold W, Hanssens P, Beute G, Karlsson B, Naskhletashvili DR, Gorbounova V, Bychkov M, Bekyashev A, Karakhan V, Aloshin V, Jugold M, Moskvina E, Rudnicka H, Niwinska A, Murawska M, Save A, Baehring JM, Ghali RR, Basiuony ME, Elleithy MA, Martinez-Garcia M, Kempf T, Momprade E, Alameda F, Capellades J, Ruiz I, Vivanco RM, Manero RM, Foro P, Conesa G, Albanell J, Di Stefano A, Weller M, Berzero G, Vitali P, Bastianello S, Giometto B, Salmaggi A, Marchioni E, Velasco R, Simo M, Santos C, Gil M, Platten M, Salazar R, Galan M, Palmero R, Ale A, Bruna J, Lee DZJ, Kheder A, Forbes M, Craven I, Hadjivassiliou M, Wick W, Yevtushenko S, Goncharova Y, Filimonov D, Symonian V, Viaccoz A, Karantoni E, Ducray F, Picard G, Cavillon G, Rogemond V, McDonald KL, Antoine J, Delattre J, Honnorat J, Koekkoek JAF, Sizoo EM, Postma TJ, Heimans JJ, Pasman RW, Deliens L, Taphoorn MJB, Rapkins R, Reijneveld JC, Muller C, Claudel G, Garat E, Beauchesne P, Hassani K, Labrude M, Taillandier L, Logan J, Hurwitz V, Zhau L, Bhangoo R, Ashkan K, Brazil L, Beaney R, Thier K, Calabek B, Tinchon A, Grisold W, Oberndorfer S, Kallio M, Hitchins M, Kaipio M, Baraniskin A, Kuhnhenn J, Schlegel U, Schmiegel W, hahn S, Schroers R, Mrugala MM, Crew LK, Mishima K, Agnihotri S, Suzuki T, Adachi J, Koga T, Fukuoka K, Yanagisawa T, Fujimaki T, Nishikawa R, Gonzalez-Aguilar A, Boisselier B, Polivka M, Gajadhar A, Jouvet A, Adam C, Figarella-Branger D, Miquel C, Vital A, Mokhtari K, Hoang-Xuan K, Sommer B, Grummich P, Hamer HM, Gorlia T, Blumcke I, Coras R, Buchfelder M, Roessler K, Rozumenko VD, Rozumenko AV, Brell M, Roldan P, Gonzalez E, Ibanez J, Margison G, Ibanez J, Brell M, Tomas M, Roldan P, Guibelalde M, Tavera A, Salinas J, Van Geemen K, Klein M, Zwinderman AH, Aldape K, Hillebrand A, Stam CJ, Vandertop WP, De Witt Hamer PC, Senft C, Gessler F, Mittelbronn M, Dutzmann S, Franz K, Hattingen E, Hawkins C, Seifert V, Ngoga DG, Tennant D, Williams A, Cruickshank G, Carrabba G, Bertani G, Cogiamanian F, Ardolino G, Zarino B, Hegi M, Conte V, Caroli M, Gaini SM, Oppido P, Carapella C, Pompili A, Vidiri A, Pace A, Shinoda J, Miwa K, Guha A, Yonezawa S, Aki T, Asano Y, Ito T, Yokoyama K, Yamada M, Yamada J, Ceberg C, Jonsson B, Prezado Y, Simo M, Nittby H, Grafstrom G, Stromblad S, Elleaume H, Baldetorp B, Salford LG, Strand S, Hundsberger T, Brugge D, Weder P, Macia M, Weber J, Plasswilm L, Lopci E, Clerici E, Catalano M, Rodari M, Morenghi E, Mancosu P, Navarria P, Scorsetti M, Plans G, Chiti A, Fernandez M, Setua S, Watts C, Welland M, Martinez Moreno NE, Kusak ME, Gutierrez Sarraga J, Rey Portoles G, Martinez Alvarez R, Majos C, Narayan RS, Renwarin L, van den Berg J, Franken NAP, Stalpers LJA, Baumert BG, Sminia P, Mucha-Malecka A, Sladowska A, Malecki K, Gil M, Glinski B, Kisielewicz K, Torabi Nami M, Hejazi Farahmand S, Mohammadzadeh F, Shao C, Wu M, Xia Y, Chen F, Chen Z, Izquierdo C, Miyatake S, Yoritsune E, Furuse M, Miyata T, Nonoguchi N, Kawabata S, Kuroiwa T, Kuwabara H, Masunaga S, Ono K, Velasco R, Ros T, Horvat Sprah M, Popovic M, Jezersek Novakovic B, Kerrigan SJ, Erridge S, Whittle I, Grant R, Verissimo CS, Molenaar JJ, Bruna J, Meerman J, Puigvert JC, Pont C, Danen EHJ, van de Water B, Versteeg R, Fitzsimons CP, Vreugdenhil E, Marques J, Costa I, Yanagisawa T, Passos J, Azevedo A, Salgado D, Teixeira G, Ferreira I, Guimaraes A, Miranda N, Abecasis M, Bosa C, Magistrello M, Suzuki K, Trevisan E, Morra I, Fiano V, Dealis C, Ruda R, Soffietti R, Mackinnon M, Williamson A, Lamb C, Chalmers A, Fukuoka K, Clark B, James A, Fernandez M, Blanchette M, Tremblay L, Lepage M, Fortin D, Matos Nunes B, Bujor L, Vasconcelos A, Kohga T, Amado A, Monteiro Grillo I, Muggeri AD, Calabrese B, Cerrato S, Cervio A, Diez B, Moser W, Tinchon A, Calabek B, Adachi J, Hitzenberger P, Grisold W, Oberndorfer S, Kusak ME, De Campos JM, Martinez Moreno NE, Gutierrez Sarraga J, Rey Portoles G, Martinez Alvarez R, Kubben PL, MIshima K, De Campos JM, Vinas D, Kusak ME, Lo Presti A, Montoya J, Matsutani M, Fujimaki T, Nisikawa R, Kuhnhenn J, Pels H, Reiser M, Deckert M, Egerer G, Vogt-Schaden M, Schackert G, Kroschinsky F, Schmidt-Wolf IGH, Schlegel U, Schiff D, Taylor JW, Flanagan E, O'Neill BP, Siegal T, Omuro A, Baehring J, Gonzalez-Aguilar A, Chamberlain M, Nishikawa R, Zach L, Guez D, Grober Y, Last D, Daniels D, Hoffman C, Nissim O, Spiegelmann R, Cohen ZR, Mardor Y, Radbruch A, Kramp L, Wiestler B, Heiland S, Wick W, Bendszus M, Colavolpe C, Chinot O, Metellus P, Mancini J, Barrie M, Bequet-Boucard C, Tabouret E, Mundler O, Figarella-Branger D, Guedj E, Berghoff AS, Lassmann H, Hoftberger R, Preusser M, Mercurio-Smit S, Padovani L, Colin C, Andre N, Fernandez C, Figarella-Branger D, Ruda R, Bertero L, Trevisan E, Pace A, Carapella C, Dealis C, Caroli M, Faedi M, Bomprezzi C, Soffietti R, Kunz M, Armbruster L, Thon N, Jansen N, Egensperger R, Eigenbrod S, Lutz J, Fougere la C, Tonn J, Kreth F, Berntsson S, Savitcheva I, Larsson E, Smits A, van den Bent MJ, Brandes AA, Taphoorn MJB, Kros JM, Kouwenhoven M, Delattre JY, Bernsen HJJA, Frenay M, Tijssen CC, Grisold W, Sipos L, Enting RH, French PJ, Dinjens WNM, Vecht CJ, Allgeier A, Lacombe D, Gorlia T, Hoang Xuan K, Weller M, Meisner C, Platten M, Simon M, Nikkhah G, Papsdorf K, Sabel M, Braun C, Reifenberger G, Wick W, Kerrigan SJ, Graham C, Stenning S, Thompson LC, Rooney A, Brada M, Grant R, Beauchesne PD, Faure G, Noel G, Schmitt T, Martin L, Jadaud E, Balvers R, Kloezeman JK, Kleijn A, Kremer A, French PJ, Dirven CMF, Leenstra S, Lamfers MLM, Bougnaud S, Golebiewska A, Oudin A, Brons NHC, Bjerkvig R, Niclou SP, Smith SJ, Ward JH, Wilson M, Rahman C, Rose F, Peet A, Macarthur DC, Grundy RG, Rahman R, Cuppini L, Calleri A, Bruzzone M, Prodi E, Anghileri E, Pellegatta S, Mancuso P, Bertolini F, Finocchiaro G, Eoli M, Lang FF, Shinojima N, Gumin J, Takezaki T, Hossain A, Sevim H, Chung L, Wheeler HT, Baxter RC, McDonald KL, Alentorn A, Marie Y, Boisselier B, Carpentier C, Mokhtari K, Capelle L, Hoang-Xuan K, Sanson M, Delattre J, Idbaih A, Lathia J, Li M, Sathyan P, Hale J, Zinn P, Gallagher J, Wu Q, Carson C, Naik U, Hjelmeland A, Majumder S, Rich J, Sturm D, Witt H, Hovestadt V, Khuong-Quang D, Jones DTW, Korshunov A, Tonjes M, Plass C, Jabado N, Pfister SM, Johansson M, Oudin A, Tiemann K, Bernard A, Keunen O, Fack F, Golebiewska A, Stieber D, Wang B, Hedman H, Niclou SP, Alexiou GA, Vartholomatos G, Karamoutsios A, Voulgaris S, Cho W, Patil S, Burzynski S, Mrowczynski E, Grela K, Moeckel S, Meyer K, Bosserhoff A, Spang R, Leukel P, Proescholdt M, Bogdahn U, Vollmann A, Hau P, Nakabayashi H, Shimizu K, Schroeteler J, Reeker R, Suero E, Stummer W, Ewelt C, Campos B, Gal Z, Baader A, Schneider T, Bageritz J, Schmoch T, Mogler C, Goidts V, Unterberg A, Herold-Mende CC, Hagemann C, Kessler AF, Fett S, Hofmann L, Monoranu CM, Al-Jomah N, Polat B, Patel R, Ernestus RI, Vince GH, Busek P, Balaziova E, Hilser M, Vomelova I, Fejfarova E, Sromova L, Sedo A, Kessler AF, Hagemann C, Hofmann L, Patel R, Linsenmann T, Ernestus RI, Vince GH, Sooman L, Ekman S, Bergqvist M, Gullbo J, Bergstrom S, Johansson M, Wu X, Blomquist E, Lennartsson J, Shimazu Y, Levallet G, Planchard G, Duguet AE, Emery E, Guillamo J, Geffrelot J, Zalcman G, Lechapt-Zalcman E, Sjostrom S, Ghasimi S, Broholm H, Brannstrom T, Johansen C, Collatz-Laier H, Henriksson R, Andersson U, Melin B, Kuratsu J, Nakamura H, Makino K, ducray F, meyronet D, Cartalat-Carel S, Guyotat J, Jouanneau E, Frappaz D, d'Hombres A, Sunyach M, Bauchet L, Honnorat J, Jaramillo E, Vargas C, Tze-Chun T, Huang S, Liu J, Hamdan A, Mitchell P, Flechl B, Ackerl M, Sax C, Oberndorfer S, Calabek B, Sizoo E, Reijenfeld J, Crevenna R, Preusser M, Marosi C, Rozumenko V, Khoroshun A, Rozumenko A, Fischbach P, Haquet A, Dutilleux A, Bracke J, Al Bassir M, Denoel C, Pace A, Villani V, Grattarola C, Di Napoli L, Maschio M, Benincasa D, Zucchella C, Burdukova YA, Vlasova EY, Gniteeva LN, Alekseeva OS, Voronin NA, Andreeva EV, Gorbatykh SV, Pavlova EV, Popov VE, Stroganova TA, Satoer DD, Kloet A, Vincent AJPE, Dirven CMF, Visch-Brink EG, Ungureanu G, Alexandra C, Ioana I, Paul M, Rares M, Oana M, Ioan Stefan F, Abdel Karim K, Abdel Wahab MM, Ezz LR, Abdel Raouf S, Shevtsov MA, Pozdnyakov AV, Kim AV, Samochernych KA, Guzhova IV, Romanova IV, Khachatryan WA, Margulis BA, Kleijn A, Kloezeman JJ, Treffers-Westerlaken EJ, Leenstra S, Dirven CMF, Debets R, Lamfers MML, Chirasani SR, Leukel P, Gronwald W, Gottfried E, Stadler K, Bogdahn U, Hau P, Kreutz M, Grauer OM, Persson BR, Engstrom P, Grafstrom G, Baureus Koch C, Widegren B, Salford LG, Gramatzki D, Peipp M, Staudinger M, Weller M, Hill LJ, Hossain-Ibrahim K, Logan A, Cruickshank GS, Pellegatta S, Eoli M, Antozzi C, Frigerio S, Cantini G, Bruzzone M, Anghileri E, Pollo B, Parati E, Finocchiaro G, Stragliotto G, Holm S, Adamson L, Giraud G, Hansson M, Henter J, Martinez-Garcia M, Villalonga R, Martinez-Soler F, Gimenez-Bonafe P, Acebes JJ, Casanovas O, Gil M, Tortosa A, Vinals F, Sander P, Leukel P, Vollmann-Zwerenz A, Jachnik B, Dobner C, Bogdahn U, Kalbitzer H, Hau P, Weissenberger J, Mutlu A, Hensel S, Senft C, Seifert V, Kogel D, Hossain-Ibrahim K, Hill LJ, Logan A, Cruickshank GS, Jung S, Wen M, Pei J, Jang W, Jung T, Kim I, Ishida J, Ichikawa T, Kurozumi K, Inoue S, Maruo T, Onishi M, Fujii K, Shimazu Y, Chiocca A, Date I, Fujii K, Kurozumi K, Ichikawa T, Onishi M, Shimazu Y, Ishida J, Chiocca E, Kaur B, Date I, Kang S, Sin G, Shim J, Lee S, Huh Y, Kim E, Chang J, Kim S, Hong Y, Kim D, Lefranc F, Verschuere T, De Witte O, Van Gool S, Kiss R, DeVleeschouwer S, Ewelt C, Ardon H, Suero E, Gunes D, Wolfer J, Fischer B, Stummer W, Thorsteinsdottir J, Fu P, Gehrmann M, Multhoff G, Tonn JC, Schichor C, Jachtenberg J, Bakker Schut T, Puppels G, French P, Kros M, Lamfers M, Leenstra S, Costello PC, McDonald W, MacDonald D, Zlatescu M, Megyesi J, Rossetto M, Gallego Perez-Larraya J, Boisselier B, Ciccarino P, Labussiere M, Marie Y, Delattre J, SANSON M, Ilhan-Mutlu A, Wohrer A, Berghoff AS, Widhalm G, Marosi C, Wagner L, Preusser M, Di Stefano A, Gallego Perez-Larraya J, Ducray F, Boisselier B, Labussiere M, Paris S, Cheneau C, Delattre J, Sanson M, Lonnqvist F, Gaillard PJ, Gladdines W, Boogerd W, van Tellingen O, Milojkovic Kerklaan B, Schellens JHM, Brandsma D, Denicolai E, Baeza-Kallee N, Tchoghandjian A, Beclin C, Figarella-Branger D, Rahman CV, Smith SJ, Morgan PS, Langmack KA, Macarthur DC, Rose FR, Shakesheff KM, Grundy RG, Rahman R, Nowosielski M, DiFranco MD, Putzer D, Seiz M, Jacobs AH, Stockhammer G, Hutterer M, Okada M, Shishido H, Hatakeyama T, Shinomiya A, Miyake K, Kawai N, Tamiya T, Miyake K, Shinomiya A, Okada M, Hatakeyama T, Kawai N, Tamiya T, Alexiou GA, Tsiouris S, Papadopoulos A, Al-Bokharhli J, Kyritsis AP, Voulgaris S, Fotopoulos AD, Roelcke U, Boxheimer L, Fathi AR, Schwyzer L, Ortega M, Berberat J, Grobholz R, Remonda L, Oikawa M, Sato K, Ito T, Sugio H, Ozaki Y, Nakamura H, Schwyzer L, Berberat J, Boxheimer L, Remonda L, Roelcke U, Kozic D, Njagulj V, Gacesa JP, Prvulovic N, Semnic R, Basmaci M, Hasturk AE, Hasturk AE, Basmaci M, Bahr O, Weise L, Harter PN, Weiss C, Starzetz T, Steinbach JP, Mittelbronn M, Hattingen E, Price SJ, Young AMH, Thomas OM, Mohsen LA, Frary AJ, Lupson VC, McLean MA, Weiss C, Neuschmelting V, Eisenbeis A, Nettekoven C, Grefkes C, Goldbrunner R, Weiss C, Neuschmelting V, Eisenbeis A, Nettekoven C, Grefkes C, Goldbrunner R, Weiss C, Neuschmelting V, Eisenbeis A, Nettekoven C, Rehme A, Grefkes C, Goldbrunner R, Grech-Sollars M, Saunders DE, Phipps KP, Clayden JD, Clark CA, Schwyzer L, Berberat J, Boxheimer L, Remonda L, Roelcke U, Booth TC, Larkin T, Yuan Y, Kettunen M, Markowetz F, Scoffings D, Jefferies S, Brindle KM, Pica A, Hauf M, Slotboom J, Beck J, Schucht P, Aebersold DM, Wiest R, Pace A, Marzi S, Fabi A, Carapella CM, Giovinazzo G, Marucci L, Anelli V, Vidiri A, Riva M, Castellano A, Raneri F, Pessina F, Fava E, Falini A, Bello L, Gahramanov S, Muldoon LL, Varallyay CG, Li X, Kraemer DF, Fu R, Hamilton BE, Rooney WD, Neuwelt EA, Hawkins-Daarud A, Rockne R, Muzi M, Patridge S, Kinahan P, Swanson KR, Radbruch A, Fladt J, Wiestler B, Baumer P, Heiland S, Wick W, Bendszus M, Lwin M, Al-Salihi O, Sharpe G, Izmailov TR, Panshin GA, Datsenko PV, Kavsan VM, Balynska EV, Chernolovskaya EL, Zenkova MA, Buhl RM, Janz C, Gomez Gallego J, Albanna W, Rashidi A, Schmiegelow P, Buhl RM, Alexiou GA, Vartholomatos G, Karamoutsios A, Voulgaris S, Shen D, Wang J, Qiu Z, Chen F, Chen Z, Miwa K, Shinoda J, Ito T, Yokoyama K, Yamada M, Yamada J, Yano H, Iwama T, Brokinkel B, Schober O, Heindel W, Hargus G, Paulus W, Stummer W, Woelfer J, Aoki T, Arakawa Y, Ueba T, Miyatake S, Nozaki K, Taki W, Tsukahara T, Miyamoto S, Matsutani M, Satou K, Ito T, Takanashi M, Oikawa M, Ozaki Y, Sugio H, Nakamura H. Abstracts of the 10th Congress of the European Association of NeuroOncology. Marseille, France. September 6-9, 2012. Neuro Oncol 2012; 14 Suppl 3:iii1-109. [PMID: 22977921 DOI: 10.1093/neuonc/nos183] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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